Machine learning assisted methodology for multiclass classification of malignant brain tumors
author
Vidyarthi, Ankit
Agarwal, Ruchi
Gupta, Deepak
Sharma, Rahul
Draheim, Dirk
Tiwari, Prayag
statement of authorship
Ankit Vidyarthi, Ruchi Agarwal, Deepak Gupta, Rahul Sharma, Dirk Draheim, Prayag Tiwari
source
IEEE Access
publisher
IEEE
journal volume number month
vol. 10
year of publication
2022
pages
p. 50624-50640
url
https://doi.org/10.1109/ACCESS.2022.3172303
subject term
kasvajad
pea- ja kaelapiirkonna kasvajad
pahaloomulised kasvajad
diagnostika (meditsiin)
dispersioonanalüüs (statistika)
bioloogilised närvivõrgud
keyword
feature extraction
feature selection
malignant brain tumors
region of interests (ROI’s)
k-nearest neighbour (KNN)
multi-class support vector machine (m-SVM)
neural networks
ISSN
2169-3536
notes
Bibliogr.: 51 ref
Open Access
Open Access
scientific publication
teaduspublikatsioon
classifier
1.1
Scopus
Journal metrics at Scopus
Article at Scopus
WOS
Journal metrics at WOS
Article at WOS
category (general)
Engineering
en
Computer science
en
Materials science
en
Tehnika
et
Arvutiteadus
et
Materjaliteadus
et
category (sub)
Engineering. General engineering
en
Computer science. General computer science
en
Materials science. General materials science
en
Tehnika. Üldine inseneriteadus
et
Arvutiteadus. Üldine arvutiteadus
et
Materjaliteadus. Üldine materjaliteadus
et
kvartiil
Q1
TTÜ department
tarkvarateaduse instituut
language
inglise
Uurimisrühm
Information systems group